Matrices Courses and Certifications

Master Vector Databases

208 ratings at Udemy

Master Vector Database using Python, Embeddings, Pinecone, ChromaDB, Facebook FAISS, Qdrant, LangChain, Open AI

• Udemy
• 7 hours 17 minutes
• Self-Paced
• Paid Course

Build Chat Applications with OpenAI and LangChain

206 ratings at Udemy

Gain cutting-edge AI skills: Master the LangChain framework to build and deploy real-world AI applications

• Udemy
• 4 hours 5 minutes
• Self-Paced
• Paid Course

Unity 3D - Create a Top Down Camera with Editor Tools

202 ratings at Udemy

Create a versatile top-down camera system in Unity 3D, including custom editor tools and automated setup for efficient game development workflows.

• Udemy
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Mathematics: Completing the square

200 ratings at Udemy

Master completing the square: solve equations, plot polynomials, identify conic sections and quadric surfaces. Explore applications in algebra, calculus, and linear algebra for a solid mathematical foundation.

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Free Online Course

R Programming - R Programming Language Beginners to Pro

191 ratings at Udemy

R Programming Language Course Suitable For Everyone, Learn R Data Structures, R Graphics, R Statistical Analysis & Mores

• Udemy
• 6 hours 23 minutes
• Self-Paced
• Paid Course

Create a Paginated Report Hands On

189 ratings at Udemy

Paginated Report with Power BI Desktop & learn to publish a Power BI paginated report with Report Builder like SSRS

• Udemy
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Vector Embeddings Tutorial – Create an AI Assistant with GPT-4 & Natural Language Processing

2 ratings

Create an AI assistant using vector embeddings, GPT-4, and NLP. Learn about text embeddings, their applications, and practical implementation with OpenAI, databases, and Langchain.

• freeCodeCamp
• Self-Paced
• Free Video

Data Structures and Algorithm Design Part I

Learn the basics of data structures and methods to design algorithms and analyze their performance.

• XuetangX
• Self-Paced
• Free Online Course

Fields Institute

Delocalization of Eigenvectors of Large Random Matrices

Explore eigenvector delocalization in large random matrices, examining mathematical concepts and implications for probability theory and matrix analysis.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Fields Institute

Strong Convergence of Tensor Products of Independent G.U.E. Matrices

Explore strong convergence in tensor products of independent G.U.E. matrices with Mireille Capitaine, delving into advanced mathematical concepts and their applications.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Fields Institute

Phase Transition for the Smallest Eigenvalue of Covariance Matrices

Explore phase transitions in covariance matrices' smallest eigenvalues, examining mathematical concepts and applications in statistical analysis and data science.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Fields Institute

Hodge Theory and Some Questions About 2x2 Matrices

Explore Hodge theory and intriguing questions about 2x2 matrices in this advanced mathematical lecture by Daniel Litt from the University of Toronto.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Variational Bayesian Approximation of Inverse Problems Using Sparse Precision Matrices

Explore Variational Bayes as an efficient alternative to MCMC for solving inverse problems in PDEs, using sparse precision matrices and stochastic optimization for improved computational tractability.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Fiber Symmetrization in the Space of Matrices

Explore fiber symmetrization in matrix spaces, its properties, and applications to isoperimetric inequalities for convex bodies, generalizing Steiner symmetrization to higher dimensions.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Two-Sided Estimates for Operator ℓp to ℓq Norms of Random Matrices with IID Entries

Explore two-sided estimates for operator norms of random matrices, discussing proofs, examples, and open problems in this mathematical analysis of iid entries and their implications.

• YouTube
• 23 minutes
• Self-Paced
• Free Video